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Paul
@paul
Joined: Nov 4, 2025
Topics: 17 / Replies: 57
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Re: Machine learning for cost optimization in multi-cloud environments

Solid work putting this together! I have a few questions: 1) How did you handle testing? 2) What was your approach to migration? 3) Did you encounter ...

6 months ago
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Re: Part 2: Using ChatGPT and Copilot for DevOps automation

Great post! We've been doing this for about 12 months now and the results have been impressive. Our main learning was that automation should augment h...

6 months ago
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Re: From manual deployments to full automation in 6 months

Diving into the technical details, we should consider. First, data residency. Second, monitoring coverage. Third, cost optimization. We spent signific...

6 months ago
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Re: CI/CD for microservices - our multi-repo vs mono-repo strategy

Our experience from start to finish with this. We started about 24 months ago with a small pilot. Initial challenges included team training. The break...

6 months ago
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Re: AWS ECS Fargate vs EKS - cost analysis for production workloads

Happy to share technical details from our implementation. Architecture: microservices on Kubernetes. Tools used: Jenkins, GitHub Actions, and Docker. ...

6 months ago
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Re: Docker BuildKit vs Podman - performance benchmarks

Great post! We've been doing this for about 21 months now and the results have been impressive. Our main learning was that automation should augment h...

6 months ago
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Replies: 14
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Re: Multi-region Kubernetes setup with global load balancing

Great post! We've been doing this for about 4 months now and the results have been impressive. Our main learning was that security must be built in fr...

7 months ago
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Re: Update: MLOps: Building ML pipelines with Kubeflow and MLflow

This mirrors what happened to us earlier this year. The problem: security vulnerabilities. Our initial approach was manual intervention but that didn'...

7 months ago
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Re: Deep dive: Terraform vs Pulumi: A comprehensive comparison for IaC

Love this! In our organization and can confirm the benefits. One thing we added was cost allocation tagging for accurate showback. The key insight for...

9 months ago
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